US8706149B2 - Method for allocating priority to resource and method and apparatus for operating resource using the same - Google Patents
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
- H04W72/50—Allocation or scheduling criteria for wireless resources
- H04W72/56—Allocation or scheduling criteria for wireless resources based on priority criteria
- H04W72/563—Allocation or scheduling criteria for wireless resources based on priority criteria of the wireless resources
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
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- H04W72/50—Allocation or scheduling criteria for wireless resources
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- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
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- H04W72/50—Allocation or scheduling criteria for wireless resources
- H04W72/53—Allocation or scheduling criteria for wireless resources based on regulatory allocation policies
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- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04W—WIRELESS COMMUNICATION NETWORKS
- H04W72/00—Local resource management
- H04W72/50—Allocation or scheduling criteria for wireless resources
- H04W72/54—Allocation or scheduling criteria for wireless resources based on quality criteria
- H04W72/543—Allocation or scheduling criteria for wireless resources based on quality criteria based on requested quality, e.g. QoS
Definitions
- the present invention relates to a method for allocating priority to a resource and a method and apparatus for operating a resource using the same, and more particularly, to a method for allocating priority to resources to thus increase a duration in which a service uses resources, and a method and apparatus for operating resources using the same.
- An aspect of the present invention provides a method for allocating priority to resources to thereby lengthen a duration in which a service uses resource.
- Another aspect of the present invention provides a method and apparatus for operating resources by using a method for allocating priority to resources to lengthen duration in which a service uses resources.
- a method for allocating priority to resources including: selecting a resource block including at least one unit; determining a priority level of the selected resource block by reflecting (or in consideration of or according to) a retrieval rate (or recovery rate) including a retrieval frequency and a retrieval period of the selected resource block; and allotting the determined priority level to the selected resource block.
- the resource block may be a spectrum block of radio communication.
- the priority level may be dynamically changed.
- each of a plurality of units constituting the selected resource block may have a different priority level.
- the priority level determined for each unit may be determined by reflecting an expectation value of a retrieval rate of the selected resource block.
- the priority level may be determined by reflecting at least one of an expectation value of a retrieval rate of the selected resource block and the probability that retrieval of the selected resource block will be requested.
- a method for operating resources including: selecting a resource block including at least one unit, determining a priority level of the selected resource block by reflecting a retrieval rate (or recovery rate) including a retrieval frequency and a retrieval period of the selected resource block, and allotting the determined priority level to the selected resource block, thereby allocating the priority level to the resource block; distributing the priority level-allocated resource block to a service which is to use the resource block; and retrieving the resource block which has been distributed to the service.
- a retrieval rate or recovery rate
- each of a plurality of units constituting the selected resource block may have a different priority level.
- the priority level determined for each unit may be determined by reflecting an expectation value of a retrieval rate of the selected resource block.
- the priority level may be allotted by reflecting at least one of an expectation value of a retrieval rate of the selected resource block, the probability that retrieval of the selected resource block will be requested, the amount of resource blocks remaining unused among the selected resource blocks which have been used, and the number of the selected resource blocks.
- the resource blocks may be distributed according to the QoS (Quality of Service) of the service.
- QoS Quality of Service
- the unused resources In retrieving the resource blocks distributed to the service, when a requested retrieval amount of resource blocks is smaller than the amount of unused resources, the unused resources may be retrieved, and when the requested retrieval amount of resource blocks is greater than the amount of unused resources, the unused resources may be retrieved, resource corresponding to the difference between the requested retrieval amount of the resource blocks and the unused resources may be handed off, and a service of resource that cannot be handed off may be dropped.
- resources used by the service may be handed off starting from a service of a low priority level to a service of a high priority level, and a service which is using resource that cannot be handed off may be dropped.
- an apparatus for operating resources using a resource priority allocation method including: a plurality of resource blocks including at least one unit; a plurality of services to use the plurality of resource blocks; a priority allocation unit determining a priority level of each of the resource blocks by reflecting a retrieval frequency and a retrieval period of each of the resource blocks and allotting the determined priority level to selected resource blocks, to thus allocate the priority level to the resource blocks; and a scheduler distributing the priority level-allocated resource blocks to the services and retrieving the priority level-allocated resource blocks from the services.
- the scheduler may distribute the priority level-allocated resource blocks to the services and retrieve the priority level-allocated resource blocks from the services, according to the priority levels of the resource blocks.
- the scheduler may distribute the priority level-allocated resource blocks to the services and retrieve the priority level-allocated resource blocks from the services, according to the QoS of the services.
- the scheduler may retrieve the unused resources, and when the requested retrieval amount of resource blocks is greater than the amount of unused resources, the scheduler may retrieve the unused resources, and the scheduler may hand off resource corresponding to the difference between the requested retrieval amount of the resource blocks and the unused resources and drop a service of resource that cannot be handed off.
- a method for operating resources including: selecting resource blocks each including at least one unit and determining an operation probability of the selected blocks by reflecting a retrieval rate (or recovery rate) including a retrieval frequency and a retrieval period of the selected resource blocks; distributing the selected resource blocks to a user who is connected to the selected resource blocks to use the resource blocks or to a user who is to use the resource blocks, according to the determined operation probability; and retrieving the resource blocks distributed to the user.
- the operation probability may be determined to be different for each of the units.
- the operation probability may be dynamically changed according to a distribution state of the resource blocks distributed to the user.
- FIG. 1 illustrates one or more wireless communication systems existing in an area temporarily
- FIG. 2 illustrates daily usage patterns in a cell of a cellular network in the United States
- FIGS. 3A to 3C illustrate cases in which a personal user performs call communication through a base station in a current mobile communication system
- FIGS. 4A to 4F illustrate how resources are shared among a primary system (PS), a secondary system (SS), a primary user (PU), and a secondary user (SU);
- PS primary system
- SS secondary system
- PU primary user
- SU secondary user
- FIG. 5 illustrates a case in which a plurality of users (services) use two or more resources each having different characteristics
- FIG. 6 illustrates the determining of priority of resources
- FIG. 7 is a flow chart illustrating the process of a method for allocating priority to resources according to an exemplary embodiment of the present invention.
- FIG. 8 is a flow chart illustrating the process of a method for operating resources using the resource priority allocation method according to an exemplary embodiment of the present invention
- FIG. 9 illustrates resource distribution
- FIG. 10 illustrates resource retrieval
- FIG. 11 illustrates the procedure for retrieving resources
- FIG. 12 illustrates determining of priority of resource units constituting a resource block
- FIG. 13 illustrates the distributing of priority of a plurality of resource units constituting resource blocks
- FIG. 14 illustrates the procedure of retrieving resources by resource units constituting resource blocks
- FIG. 15 is a schematic block diagram for explaining a resource operating apparatus using the resource priority allocation method according to an exemplary embodiment of the present invention.
- FIG. 16 is a flow chart illustrating the process of a method for operating resources using an operation probability according to an exemplary embodiment of the present invention.
- the present invention may be modified variably and may have various embodiments, particular examples of which will be illustrated in drawings and described in detail.
- first and second may be used to describe various components, such components must not be understood as being limited to the above terms.
- the above terms are used only to distinguish one component from another.
- a first component may be referred to as a second component without departing from the scope of rights of the present invention, and likewise a second component may be referred to as a first component.
- the term “and/or” encompasses both combinations of the plurality of related items disclosed and any item from among the plurality of related items disclosed.
- FIG. 1 illustrates one or more wireless communication systems existing in an area temporarily.
- various radio access technologies RATs
- various communication systems concurrently exist in one point in time or in a specific area.
- RATs radio access technologies
- FIG. 1 one or more wireless communication systems exist temporarily.
- diverse wireless networks such as a wireless local area network (WLAN) of IEEE 802.11, WiBro of IEEE 802.16e, cdma2000, WCDMA, and the like, may concurrently exist.
- WLAN wireless local area network
- WiBro WiBro of IEEE 802.16e
- cdma2000 cdma2000
- WCDMA Wideband Code Division Multiple Access
- WLAN uses an unlicensed band such as an ISM band, but in general, the use of frequency resources must be licensed by the relevant authorities. Pertinent frequency resources are distributed based on the hour of peak usage into which the most users crowd, so the usage of many frequencies is considerably low in most cases. In general, a usage rate of less than 15% is recorded.
- FIG. 2 illustrates daily usage patterns in a cell of a cellular network in the United States (D. Willkomm, et al., “Primary User Behavior in Cellular Networks and Implications for Dynamic Spectrum Access,” IEEE Communications Magazine, Vol. 47, No. 3, March 2009, pp. 88-95).
- FIG. 2 because resources are generally distributed based the hour of peak usage, it frequently happens that resources are scarcely used both temporally and spatially.
- a future communication system might include, as aside from a primary user (PU) (or a primary system), a secondary user (SU) (or a secondary system) that uses frequency resources agreed upon by the PU or frequency resources the PU has opportunistically licensed, within a range in which the SU does not affect the PU, or in which the SU affects the PU minimally.
- PU primary user
- SU secondary user
- the agreement by the PU refers to a case in which that the SU rents or leases pertinent frequency resources from the PU so as to be entitled to use the frequency resources.
- the use of resources opportunistically refers to a case in which the SU temporarily uses pertinent resources at a time or an area in which the PU does not use them and when the PU wants to use the pertinent resources, the SU immediately stops using the corresponding resources.
- a certain period may be applied in which to rent or borrow the frequency resources, or the PU may request to temporarily retrieve the pertinent frequency resource from the SU as necessary, and in this case, a retrieval rate may be determined.
- the retrieval rate may vary depending on the terms of the agreement between the PU and the SU.
- the PU may re-lease it for a certain time slot during the corresponding period (by day, by hour, etc.) to make a profit.
- a licensed owner of frequency vests the PU with the license to use he may previously stipulate a certain level of PU's cooperation with the SU as the terms of vesting the PU with the license to use by law.
- the above-described PU or SU is a concept in a broad sense, which can be subdivided to be described as follows.
- the foregoing PU and SU may be a user system or an end user.
- FIGS. 3A to 3C illustrate cases in which a personal user (i.e., an individual) performs call communication through a base station in a current mobile communication system.
- the personal user when a personal user performs call communication through a base station in a current mobile communication system, the personal user is an end user (See FIG. 3A ); when the personal user constitutes a personal network to use an MP3, a camera, and the like, through the personal network for radio communication, the MP3, the camera, and the like, of the personal user would be an end user and the user terminal serving as a base station for them would be a user system (See FIG. 3B ); and the user system and the end-user may reflexively (or recurrently), hierarchically continue to extend so as to be used (See FIG. 3C ).
- an SU in a narrow sense is a device as a secondary user and end-user
- the SS is a secondary user and user system.
- a narrow PU is a device such as a primary user and end-user and the PS is a primary use and user system.
- the PS is a mobile communication base station and the PU is a mobile communication terminal.
- the SS is a secondary system that seeks an agreement to use frequency resource of mobile communication or intends to opportunistically use mobile communication frequency resources
- SU is an end-user that uses resources managed by the broad PU or SS, through the SS or directly by the SU itself.
- FIGS. 4A to 4F illustrate how resources are shared among a primary system (PS), a secondary system (SS), a primary user (PU), and a secondary user (SU).
- PS primary system
- SS secondary system
- PU primary user
- SU secondary user
- FIGS. 4A and 4B illustrate the use of a spectrum broker (SB).
- the SB is apprised of an operational situation of resources between the PS and the SS to recognize the resource operational situation and mediates to draw mutual agreement between the PS and the SS or between SSs on the resource operation so that the SS can use resource having low usage.
- the PS or SS may directly report the resource operational situation to the SB, a device for monitoring the resource operational situation may monitor the resource operational situation and report it, or the broad PU and SU may cooperatively inform the SB of the resource operational situation.
- the SS seeks agreement on the use of the resources from the PS to acquire certain qualification for resources (i.e., the right to use resources) and the SS may allow a lower SS or SU to use its secured resources.
- the SB can mediate the right to use resources between the SSs.
- FIGS. 4C and 4D show the application of a radio enabler (RE) in the place of the SB.
- the RE informs the broad PU or SU of the operational situation of available resources.
- the RE may merely provide the collected operational situation of resources, rather than serving as a mediator, in order to help the PUs or SUs determine which resources they will use.
- the RE may collect the information regarding the operational situation of resources directly from the PS or SS, may be apprised by a separate device that monitors the operational situation of resources, or may be cooperatively informed by the broad PUs and SUs.
- the SS may seek agreement from the PS or may opportunistically use the resources.
- the RE informs the SS of the operational situation of resources between the SSs, and the SSs seek mutual agreement or may operate resources with the right to use them.
- connections indicated by dotted lines may be applied according to a scenario or may not.
- a broad PU and SU or two SUs use resources upon agreement with each other, they can acquire the rights to use through a certain protocol along the dotted lines.
- FIGS. 4E and 4F illustrate the cases in which the SSs directly search for certain frequency resources which are available as they are empty at a current location without help from the SB or RE.
- the SS senses that a portion or the entirety of the resources are not in use, so the SS uses the resources.
- the SSs sense and use common resources or shared resources.
- the PS can support the SU according to circumstances. Namely, the PS may help the SU connected to the PS use the same resource as that used by the SS which has agreed to secondarily use the resources of the PS or opportunistically use the resources of the PS, or another resource the PS does not have the rights to use.
- the cases illustrated in FIGS. 4A to 4F may be reflexively or recurrently configured, or may be configured to extend hierarchically. Besides the illustrated cases, there are numerous methods of using the resources by the PUs and SUs by seeking mutual agreement, or opportunistically, and the present invention is not limited to the cases of FIGS. 4A to 4F as scenarios of sharing the resources between the broad PU and SU and between SUs. That is, the cases in which the PU and the SU may be operated or used by the same corporate body or individual or may be operated or used by different corporate bodies or individuals.
- FIG. 5 illustrates a case in which a plurality of users (services) use two or more resources, each having different characteristics.
- the SUs may share the frequency resources and the frequency resources may be two or more resources each having different characteristics.
- U 1 is a primary user of SBa and SBb
- UE is a primary user of SBc and SBd
- U 3 is a primary user of SBf
- SBg is a primary user of SBh
- U 4 is a secondary user of SBa
- U 5 is a secondary user of SBb and SBc.
- U 6 is a secondary user of SBd and SBf and a primary user of SBe
- U 7 is a secondary user of SBg and SBh.
- each SB may be considered to be a single frequency assignment in the current mobile communication, or may be considered to be the magnitude of a certain frequency.
- each SB may have a magnitude of 10 kHz or 10 MHz. This may be determined in consideration of the size of frequency blocks used both by the Pus and SUs.
- the size of SBs may vary, and the bandwidth unit (BU) may be used as a unit for the sake of convenience. When the BU is 1 Hz, it is a current unit representing a spectrum.
- the SU when the PU requests the retrieval of a portion or the entirety of pertinent resources, the SU must return the corresponding resources to the PU immediately or within a limited time.
- the sharing of resources by two or more PUs and SUs brings about various features according to the characteristics of the pertinent characteristics. For example, some resources are more expensive in their unit cost, or other resources have such good use characteristics that they can be more stably used. Consequently, the resources which are used make efficiency and performance differ, depending on the resource characteristics.
- the user of U 6 may use SBd, SBe, and SBf, but when U 2 requests, the U 6 must return SBd, and when U 3 requests, U 6 must return SBf.
- the return of the resources may cause an interruption of the service which has used the corresponding resources, so it is required to continue the service by using different resources.
- SBd has better use characteristics that those of SBf, greater use of SBd would help improve system performance.
- the resource is a radio spectrum
- it is called a spectrum handoff
- the spectrum handoff is required to be minimized.
- the probability that the user will be present in the respective SBd, SBe, and SBF will be proportional to the sizes of the SBd, SBe, and SBf.
- SBd has better use characteristics than those of SBf in a given environment (e.g., various environments such as in an indoor or outdoor area, during rain, in a city's downtown area, etc.), more use of SBd would help improve the system performance.
- radio frequencies have different characteristics depending on their bands.
- the resources each having different characteristics are given a priority level, respectively, and are allocated for the service of the user according to the priority levels of the resources.
- the occurrence that the user of the resource is continuously provided with the service with a different resource can be minimized.
- the resources of a primary user may be borrowed to be used.
- the resources between the primary system and the secondary system may be utilized according to a procedure through a protocol upon payment after concluding an agreement in advance, or may be opportunistically used upon the agreement of the primary system. In this case, the influence of the secondary system on the primary system must be reduced to below a certain level.
- the primary system and the secondary system may use resources together through various methods, and the primary system may request retrieval of resources used by the secondary system at a certain moment according to out of need.
- the retrieval time may be a short time and may be determined by a protocol, and after the resources are retrieved, the secondary system may use them opportunistically in consideration of the use of the resources by the primary system.
- the secondary system may borrow resources from one or more primary systems and use them.
- the secondary system may have its own specific resources.
- FIG. 6 illustrates the determining of priority of resources.
- the secondary system checks its resource utilization situation, and when additional resources are required, the secondary system selects one of one or more primary systems around it. In this case, the secondary system selects resources of various primary systems with which it has entered into a contract to utilize resources of them or primary systems that do not raise objections although their resources are shared, according to priority.
- the priority applied in this case must consider the cost (a frequency cost, a data rate that can be supported by frequency, a configuration of the system for supporting frequency, etc.) incurred in using the corresponding resources.
- the secondary system requests resources from the primary system.
- the requesting behavior may be performed offline (i.e., through behavior such as the parties concerned with the two systems entering into direct discussion) or online (through a communication protocol on the system), or the requesting behavior may be opportunistically performed without informing the primary system.
- priority reflects the characteristics of the corresponding resources. For example, priority includes the frequency (amount) with which the primary system uses the corresponding resources or the cost incurred to use the corresponding resources as mentioned above.
- the frequency with which the primary system uses the corresponding resources is affected by the characteristics of the primary system and varies temporally, spatially, and on a case-by-case basis (occasionally or incidentally). For example, the primary system may use the resources at weekends, in the morning or evening, in a conference hall, in a playground, in an exhibition hall, in an emergency situation, and the like. Thus, priority levels of resources are determined in consideration of these various situations.
- the secondary system may return them according to priority.
- the primary user is selected so that the resources can be returned starting from the lowest priority level, and in this case, the resources may be returned online or offline, and when the resources have been used opportunistically, the use of the resources may be simply stopped.
- the priority levels of the remaining resources are adjusted.
- the requested amount of resources for allocation or the return amount of resources may be set in consideration of the past history such as the amount of resources already in use by the system or the density (a call arrival time, a traffic density, etc.) of a service that uses resources or the futuristic possibility when the corresponding system requests allocation or return.
- the amount of resources used by the primary user is checked. In the case that the primary user uses many resources, this suggests that there is a high possibility that the primary user will request retrieval of the corresponding resources.
- a retrieval request rate from the primary user with respect to resources borrowed from the lth primary user among various primary users is
- the retrieval request rate may be a concept including the frequency of retrieval and the period of retrieval and may be characterized by a service arrival rate ⁇ l and a service rate ⁇ l over the system of the lth primary user.
- CDMA Code Division Multiple Access
- OFDM Orthogonal frequency division multiple access
- WLAN Wireless Local Area Network
- the cost of the corresponding frequency block may be called C l
- the characteristics of the corresponding frequency may be called H l .
- the frequency characteristics a low frequency can be stably transmitted farther, while a high frequency can obtain a higher transmission rate, and it can vary depending on the environment in which the corresponding frequency is in use.
- W ⁇ , W C , W H are weight values with respect to ⁇ ,C,H
- the priority may be adjusted according to the purpose of the user by using weight values.
- FIG. 7 is a flow chart illustrating the process of a method for allocating priority to resources according to an exemplary embodiment of the present invention.
- the method for allocating priority to resources may include: selecting a resource block including at least one unit (step 710 ); determining a priority level of the selected resource block by reflecting (or in consideration of or according to) a retrieval rate (or a recovery rate) including a retrieval frequency and a retrieval period of the selected resource block (step 720 ); and allotting the determined priority level to the selected resource block (step 730 ).
- the resource block may be a spectrum block of radio communication, and the priority level may be dynamically changed.
- the priority level of each unit constituting the selected resource block may be determined to be different, and the priority level to be determined for each unit may be determined by reflecting an expectation value of the retrieval rate of the selected resource block.
- the priority level may be determined by reflecting at least one of the expectation value of the retrieval rate of the selected resource block and the probability that retrieval of the selected resource block will be requested.
- FIG. 8 is a flow chart illustrating the process of a method for operating resource using the resource priority allocation method according to an exemplary embodiment of the present invention.
- the method for operating resources by using the resource priority allocation method includes: selecting a resource block including at least one unit, determining a priority level of the selected resource block by reflecting a retrieval rate including a retrieval frequency and a retrieval period of the selected resource block, and allotting the determined priority level to the selected resource block, thereby allocating the priority level to the resource block (step 810 ); distributing the priority level-allocated resource block to a service which is to use the resource block (step 820 ); and retrieving the resource block which has been distributed to the service (step 830 ).
- each of a plurality of units constituting the selected resource block may have a different priority level, and the priority level determined for each unit may be determined by reflecting an expectation value of a retrieval rate of the selected resource block.
- the priority level may be allotted by reflecting at least one of an expectation value of a retrieval rate of the selected resource block, the probability that retrieval of the selected resource block will be requested, the amount of resource blocks remaining unused among the selected resource blocks which have been used, and the number of the selected resource blocks.
- the resource blocks may be distributed according to the QoS (Quality of Service) of the service.
- QoS Quality of Service
- the unused resources may be retrieved, and when the requested retrieval amount of resource blocks is greater than the amount of unused resources, the unused resources may be retrieved, resources corresponding to the difference between the requested retrieval amount of the resource blocks and the unused resources may be handed off, and the service of resources that cannot be handed off may be dropped.
- each service uses one resource unit, in order to develop a simple discussion with respect to resources.
- the amount of resources used by each service may differ, but in the present exemplary embodiment, each service will be described based on only one resource unit for the sake of brevity, however, the present invention is not limited thereto.
- a secondary user borrows five resources from a primary user and operates them, two resources are allocated to be used for two types of services, respectively, and one resource is idle. In this state, when the primary user requests retrieval of two resources, the secondary user must spectrum-hand off or cancel one of the two resources used for the service and return two among the three resources including one idle resource.
- resources used by the service may be handed off starting from a service of a low priority level to a service of a high priority level, and a service which is using resource that cannot be handed off may be dropped.
- FIG. 9 illustrates resource distribution. First, resources are aligned starting from one of the highest priority, such as SB 1 , SB 2 , and SB 3 .
- resources are allocated in the event of a new call; in the occurrence of a handoff according to a change in a channel state; in the occurrence of a handoff between different radio access technologies (RATs) according to a user preference; and in the event of calls in various cases including general spectrum handoff.
- RATs radio access technologies
- the existing call in a state in which the resources are allocated in the foregoing manner and operated, when the primary user requests retrieval of the resource, the existing call must be moved to a different resource.
- the PU requesting retrieval of the resource is U I and U I requests retrieval of the resource by the amount of ⁇ from the SDI
- the amount of the resource requested to be retrieved is smaller than or equal to the amount of resource not in use currently among those borrowed from U I (namely, ⁇ S I r , wherein S I r is the amount of resource remaining unused among the SB I resource)
- the SB I by the amount of ⁇ among the remaining resource can be returned to U I , without having to perform spectrum-hand off on the existing call.
- FIG. 10 illustrates resource retrieval. If the amount of ⁇ requested to be retrieved by U I is larger than the amount of resource which has been borrowed from U I and is not in use ( ⁇ >S I r ), spectrum handoff is performed according to the priority levels of the SBs as shown in FIG. 10 . First, it is assumed that the primary user U I is identified as I and the amount of ⁇ of the resource requested to be retrieved by U I is gamma in FIG. 10 .
- ⁇ is smaller than or equal to 0, a portion of the entirety of the resource of S I r can be returned as it is. Otherwise, N i v and N i H can be calculated as represented by Equation 1, Equation 2, and Equation 3 shown below.
- N i v is the amount of resources of a call to be processed by SB i or SB of a lower priority level
- N i H is the number of calls that can be directly processed by SB i through spectrum handoff.
- SB i must receive (or process) the call as much as N i v through spectrum handoff, but in this case, actually, N i H is handoff that can be actually received by SB i and N i+1 v is let to be processed by SB i+1 of the next priority level.
- Equation 1 obtains N 1 v and N 2 v when ⁇ is 0 or greater. Namely, Equation 1 obtains the amount to be received through spectrum handoff by SB 1 or SB 2 of the highest priority levels when the amount of ⁇ requested by U I cannot be returned even by returning the currently remaining resource S I r .
- N 2 v is the amount of resource to be emptied by SB 2 and SB is s of the lower priority levels.
- N i v of SB i of the highest priority level is obtained as represented by Equation 1, N i+1 v and N i H can be obtained accordingly.
- W A is an average bandwidth of the resources used for the respective calls, and in the actual case, the bandwidth of individual calls can be known and directly used individually, but, here, the concept of a simple average is used as it is for the sake of convenience of expression.
- FIG. 11 illustrates the procedure for retrieving resources.
- resources which are not in use currently are obtained by subtracting the resources (S i o ) which are in use from the entire resources (S i T ) which are borrowed from U I .
- Each SB i can process the users corresponding to the amount of S i r emptied in each SB i through spectrum handoff (N i H ), and hand over the amount of N i+1 v , which cannot be processed, to SB i+1 of the next priority level. Then, the service is dropped for the portion (N HD ( ⁇ )) which cannot be processed by SB M of the last priority level.
- N HD ( ⁇ ) spectrum handoff
- SB I ⁇ 1 the amount which cannot be processed by SB I ⁇ 1 is transferred to SB I+1 , rather than to SB I .
- Performing spectrum handoff intrinsically causes degradation of QoS. For example, a portion or the entirety of data being transmitted may be lost or missing during handoff or a data transmission may be delayed.
- calls which are less affected by spectrum handoff may be preferentially selected in order to reduce degradation of QoS to be experienced by the user. For example, in case in which delay within a certain level, like a voice service or a streaming service, must be guaranteed, spectrum handoff is performed preferentially on a data service which is not sensitive to delay and can be retransmitted, in order to minimize a call negatively affected by degraded QoS due to spectrum handoff.
- spectrum handoff may be performed on the voice service or streaming service according to user classes.
- spectrum handoff may be preferentially performed on the user of a lower class, to thereby minimize quality degradation that may be experienced by the user of a higher class.
- the resource equal to ⁇ to be returned can be secured by simply adjusting the bandwidth before performing handoff, or the number of calls to be spectrum handed off can be reduced.
- the adjustment of the bandwidth of calls refers to adjusting the bandwidth provided to a service.
- the bandwidth may be changed depending on the size or resolution of the screen, and in the case of a data service, a transfer rate may be changed.
- the adjusted bandwidth can be extended when there is leeway in the resources of SB s later. Also, when the user is on the move, a method of allocating a resource which is highly likely to be continuously used in an area to which the user is to move may be employed.
- is the size of a spectrum block X.
- D l is the amount of resources having the highest retrieval probability, which is smaller than or equal to E l ⁇ among the borrowed resources.
- E l is the amount of resources having a relatively high retrieval probability among the borrowed resources.
- E l ⁇ includes a value under a decimal point, if the decimal portion is greater than 0, E l ⁇ is expressed as 1, and if the decimal portion is 0, E l ⁇ is expressed as 0.
- each spectrum resource does not have a decimal portion, so the decimal portion of E l ⁇ is additionally indicated.
- F l is the amount of resources having a relatively low retrieval probability among the borrowed resources, which exceeds E l ⁇ .
- FIG. 11 illustrates these as a diagram. Specifically, FIG. 11 shows the procedure of retrieving resources.
- D l s , E l s , F l s are illustrated to have the same size for the sake of convenience, but, D l s , E l s , F l s are differently configured according to the foregoing formula.
- FIG. 12 illustrates the determining of priority of resource units constituting resource blocks.
- each X l is divided into D l , E l , F l .
- priority is given to D l , E l , F l as follows.
- every Pr(D l ) may have the same value 0, because every D l is smaller than or equal to E l ⁇ .
- FIG. 13 illustrates the distributing of priority of a plurality of resource units constituting resource blocks.
- B 1 to B 3M can be aligned according to their priority level as represented by Equation 7 shown below, in which as X l is divided into the three D l , E l , and F l , M is increased to the number 3M.
- ⁇ B i :B i D l ,E l , or F l ,1 ⁇ i ⁇ 3M,1 ⁇ l ⁇ M ⁇ where [ ⁇ : B i ] ⁇ [ ⁇ :B i+1 ] if Pr ( B i ) ⁇ Pr ( B i+1 ) [Equation 7]
- D l , E l , and F l are expressed as B i , and B i s are aligned according to the size of Pr(B i ).
- [S:F] indicates the order of F in a set S, and ⁇ is a set of resource blocks aligned such that they have a higher priority level as Pr(B i ) is larger.
- ,S D o
- ,S D r
- S E T
- ,S E o
- ,S E r
- S F T
- ,S F o
- ,S F r
- FIG. 14 illustrates the procedure of retrieving resources by resource units constituting a resource block.
- the resources (B D r , B E r , and B F r ) remaining unused may be all returned as they are, and the amount of the resources in use which are to be returned may be determined as ⁇ .
- a spectrum unit to be additionally emptied through spectrum handoff from B D r , B E r , and B F r is ⁇ .
- N D v max(0,min( ⁇ ,S D o ))
- E v max(0,min( ⁇ N D v ,S E o ))
- F v max(0,min( ⁇ ⁇ ( N D v +N E v ), S F o ))
- the calls selected over ⁇ may be selected according to the service used by the calls, the class of the calls, and the like, in consideration of the degradation of QoS due to spectrum handoff.
- Equation 11 the spectrum unit N i v to be emptied by B i to B 3M can be obtained as represented by Equation 11 shown below.
- Equation 11 represents the amount of resources to be emptied by the resource block of the highest priority level from ⁇ .
- Equation 12 represents the amount of resources to be emptied from the resource blocks of the next priority level.
- N i v is the amount of resources to be processed through spectrum handoff at B i and resource blocks of the lower priority level
- N i H is the number of calls that can be emptied through spectrum handoff by B i .
- B i receives the call of N i H among N i v by handoff, and requests N i+1 v again from B i+1 .
- N i + 1 v ⁇ N i v - N i H ⁇ W A if ⁇ ⁇ i ⁇ ⁇ D , E , F ⁇ N i - 1 v - N i - 1 H ⁇ W A if ⁇ ⁇ i ⁇ ⁇ D , E , F ⁇ [ Equation ⁇ ⁇ 12 ]
- N i H ⁇ min ⁇ ( N i v W A , ⁇ S i r W A ⁇ ) if ⁇ ⁇ i ⁇ ⁇ D , E , F
- FIG. 15 is a schematic block diagram for explaining a resource operating apparatus using the resource priority allocation method according to an exemplary embodiment of the present invention.
- an apparatus 100 for operating resources using a resource priority allocation method includes a plurality of resource blocks 110 including at least one unit, a plurality of services 120 to use the plurality of resource blocks, a priority allocation unit 130 determining a priority level of each of the resource blocks by reflecting a retrieval frequency and a retrieval period of each of the resource blocks and allotting the determined priority level to selected resource blocks, to thus allocate the priority level to the resource blocks, and a scheduler 140 distributing the priority level-allocated resource blocks to the services and retrieving the priority level-allocated resource blocks from the services.
- the priority allocation unit 130 may determine a different priority level for each of the units, and the priority level determined for each of the units may be determined by reflecting an expectation value of a retrieval rate of the resource blocks.
- the priority allocation unit 130 may allocate the priority or determine resource use probability by reflecting at least one of an expectation value of a retrieval rate of the selected resource block, the probability that retrieval of the selected resource block will be requested, the amount of resource blocks remaining unused among the selected resource blocks which have been used, and the number of the selected resource blocks.
- the scheduler 140 may distribute resources agreed upon with the primary user to various services of secondary user or retrieve them.
- the secondary user may have such a form as today's base station or may have a form of an individual user.
- One scheduler 140 may exist for each secondary user to distribute resources to various services of the secondary user or retrieve them.
- schedulers may exist separately for the various services of the secondary user and distribute or retrieve resources cooperatively or opportunistically.
- the scheduler 140 may distribute the priority level-allocated resource blocks to the services and retrieve the priority level-allocated resource blocks from the services, according to the priority levels of the resource blocks.
- the scheduler 140 may distribute the priority level-allocated resource blocks to the services and retrieve the priority level-allocated resource blocks from the services, according to the QoS of the services.
- the scheduler 140 may distribute the use of resource blocks randomly according to the use probability of the respective resource blocks determined by the priority allocation unit 130 .
- the scheduler may retrieve the unused resources, and when the requested retrieval amount of resource blocks is greater than the amount of unused resources, the scheduler may retrieve the unused resources, and the scheduler may hand off resource corresponding to the difference between the requested retrieval amount of the resource blocks and the unused resources and drop a service of resource that cannot be handed off.
- the radio access technology that lends resources gives a priority level to one resource block to be lent.
- the RAT that lends resources divides a resource block into three resource blocks and gives priority levels to each of the three resource blocks.
- the RATs that lend resource blocks subdivide resource blocks with reference to the patterns used by the RATs.
- RAT 1 and RAT 2 have five resources, respectively.
- RAT 3 borrows 3BU (Bandwidth Unit) from RAT 1 and four resources from RAT 2
- ⁇ 1 and ⁇ 2 of RAT 1 and RAT 2 are known
- the probability that RAT 1 and RAT 2 will use 0 resource, one resource, two resources, three resources, four resources, and five resources can be known.
- RAT 3 has borrowed three resources, when RAT 1 is P 13 , RAT 3 must return one resource, when RAT 1 is P 14 , RAT 3 must return two resources, and when RAT 1 is P 15 , RAT 3 must return three resources.
- RAT 3 can return them as it is, but when RAT 3 is using the resources to be returned, it must perform spectrum handoff to return the corresponding resources in order to prevent a call interruption.
- the probability of requesting a return of three resources would be P 15
- the probability of requesting a return of two resources would be P 14
- the probability of requesting a return of one resource would be P 13 .
- the probability of requesting a return of three resources would be lower than the probability of requesting a return of two resources, and the probability of requesting a return of two resources would be lower than the probability of requesting a return of one resource.
- P′ 25 is applied as the probability that RAT 2 will request a return of four resources from RAT 3
- P′ 24 is applied as the probability that RAT 2 will request a return of three or more resources from RAT 3
- P′ 23 is applied as the probability that RAT 2 will request a return of two or more resources from RAT 3
- P′ 12 is applied as the probability that RAT 2 will request a return of one or more resources from RAT 3
- the resources are given the priority levels according to the probability P′ corrected thusly. Namely, when resources corresponding to P′ having a low probability are preferentially disposed at the front, the resources are arranged to be similar to the disposition that the resources of RAT 1 and RAT 2 are disposed in a cross manner.
- the aligned resources can be regarded as resource blocks, and when RAT 1 or RAT 2 request the retrieval of the resources as in the above-described two methods, the resources may be allocated stepwise according to their priority levels or spectrum handoff is applied.
- FIG. 16 is a flow chart illustrating the process of a method for operating resources using an operation probability according to an exemplary embodiment of the present invention.
- the method for operating resources by using operation probability includes: selecting resource blocks each including at least one unit and determining an operation probability of the selected blocks by reflecting a retrieval rate (or recovery rate) including a retrieval frequency and a retrieval period of the selected resource blocks (step 1610 ); distributing the selected resource blocks to a user who is connected to the selected resource blocks to use the resource blocks or to a user who is to use the resource blocks, according to the determined operation probability (step 1620 ); and retrieving the resource blocks distributed to the user (step 1630 ).
- the operation probability may be determined to be different for each of the units.
- the operation probability may be dynamically changed according to a distribution state of the resource blocks distributed to the user.
- RAT 1 and RAT 2 are two primary users, and several users of RAT 3 are secondary users, the priority levels of resources borrowed from RAT 1 and RAT 2 may be approached with the probability of
- C l ⁇ E l ⁇ , L l ⁇ E l ⁇ , and 1 ⁇ Q l ⁇ may be used as probabilities for selecting the respective resources.
- C l is the number of entire resources owned by the primary user l
- L l is the number of resources borrowed from the primary user l
- E l ⁇ is an expectation value of the number of resources to be requested to be retrieved by the primary user l
- Q l ⁇ is the probability that the primary user l will request retrieval of the lent resources.
- the resources of RAT 1 may be selected with the probability of (C 1 ⁇ E 1 ⁇ )/(C 1 ⁇ E 1 ⁇ +C 2 ⁇ E 2 ⁇ ) and the resources of RAT 2 may be selected with the probability of (C 2 ⁇ E 2 ⁇ )/(C 1 ⁇ E 1 ⁇ +C 2 ⁇ E 2 ⁇ ), by employing C 1 ⁇ E 1 Y and C 2 ⁇ E 2 ⁇
- the resources of RAT 1 may be selected with the probability of (L 1 ⁇ E 1 ⁇ )/(L 1 ⁇ E 1 ⁇ +L 2 ⁇ E 2 ⁇ ) and the resources of RAT 2 may be selected with the probability of (L 2 ⁇ E 2 ⁇ )/(L 1 ⁇ E 1 ⁇ +L 2 ⁇ E 2 ⁇ ) , by employing L 1 ⁇ E 1 Y and L 2 ⁇ E 2 ⁇ .
- the resources of RAT 1 may be selected with the probability of (1 ⁇ Q 1 ⁇ )/(1 ⁇ Q 1 ⁇ +1 ⁇ Q 2 ⁇ ) and the resources of RAT 2 may be selected with the probability of (1 ⁇ Q 2 ⁇ )/(1 ⁇ Q 1 ⁇ +1 ⁇ Q 2 ⁇ ), by employing 1 ⁇ Q 1 ⁇ and 1 ⁇ Q 2 ⁇ .
- the borrowed resources may be selected at random according to the number of borrowed resources. Namely, the borrowed resources may be selected with L i / ⁇ L i .
- the secondary user may preferentially use its resource with the probability of 1, and the resources borrowed from the primary user are allocated at random.
- the method employing various probabilities as described above can reduce spectrum handoff compared with the method for simply randomly allocating resources.
- the method of allocating priority levels by units is the most predominant, and among the stochastic (probability, random) methods, L l ⁇ E l ⁇ and 1 ⁇ Q l ⁇ are relatively predominant.
- other methods exhibit better performance occasionally in various special situations. For example, the other methods show better performance occasionally when the secondary user borrows a larger amount of resources than the value of E l ⁇ of the primary user, when the load of the secondary user is too high or too low, or when there is a big difference between the loads of the primary users.
- a priority level is given to each resource and resources are provided according to their priority levels.
- resources of higher priority levels can be more frequently used and better resources can be more frequently used to thus improve system performance.
- the case in which the service is continued with other resources can be minimized and resources of higher priority levels can be more used. Namely, because the resource of higher priority levels are used, the performance and efficiency can be improved and the case in which the user may turn to outer resources can be minimized.
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Abstract
Description
the retrieval request rate may be a concept including the frequency of retrieval and the period of retrieval and may be characterized by a service arrival rate λl and a service rate μl over the system of the lth primary user. In case of CDMA, it can appear as a noise power lever used by users together, in case of OFDM, it can appear as a spectrum bin, and in case of WLAN, it can appear as a time of a packet and the like.
|D l |=S l d ,|E l |=S l e ,|F l |=S l f
{Sl d:└El γ┘,1≦l≦M}
{S l e :┌E l γ −S l d┐,1≦l≦M}
{S l f :S l L−(S l d +S l e),1≦l≦M} [Equation 5]
Pr(D l)=1−Q l γ
Pr(E l)=2−Q l γ
Pr(F l)=3−Q l γ [Equation 6]
Ψ{Bi:Bi=Dl,El, or Fl,1<i<3M,1<l<M}
where [Ψ:B i ]≦[Ψ:B i+1] if Pr(B i)≧Pr(B i+1) [Equation 7]
S i T =|B i |,S i o =|B i o |,S i r =|B i r|
S i T =S i o +S i r [Equation 8]
S D T =|B D |,S D o =|B D o |,S D r =|B D r|
S E T =|B E |,S E o =|B E o |,S E r =|B E r|
S F T =|B F |,S F o =|B F o |,S F r =|B F r| [Equation 9]
N D v=max(0,min(ν,S D o))
N E v=max(0,min(ν−N D v ,S E o))
N F v=max(0,min(ν−(N D v +N E v),S F o)) [Equation 10]
(this may be expressed as a general formula: when ρ′l=1−ρl, ρ′l=1). When the secondary users have their own resources, ρ′l=1.
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| CN104185279B (en) * | 2013-05-23 | 2019-05-14 | 索尼公司 | Apparatus and method in a wireless communication system |
| US9501808B2 (en) * | 2014-01-06 | 2016-11-22 | Microsoft Technology Licensing, Llc | Division of processing between systems based on business constraints |
| US9608876B2 (en) | 2014-01-06 | 2017-03-28 | Microsoft Technology Licensing, Llc | Dynamically adjusting brand and platform interface elements |
| US9483811B2 (en) | 2014-01-06 | 2016-11-01 | Microsoft Technology Licensing, Llc | Division of processing between systems based on external factors |
| KR20160071603A (en) * | 2014-12-12 | 2016-06-22 | 삼성전자주식회사 | Method and Apparatus for controlling congestion in a wireless communication system |
| CN110876203B (en) * | 2018-08-29 | 2023-07-25 | 中国科学院沈阳自动化研究所 | A real-time transmission scheduling method for multi-channel multi-antenna industrial wireless network |
| US11510066B2 (en) * | 2020-12-21 | 2022-11-22 | Cisco Technology, Inc. | Channel coordination of private wireless networks utilizing shared spectrum |
| US11853565B2 (en) * | 2021-10-01 | 2023-12-26 | Western Digital Technologies, Inc. | Support higher number of active zones in ZNS SSD |
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| US12047924B2 (en) | 2017-09-29 | 2024-07-23 | Electronics And Telecommunications Research Institute | Method for indicating preemption in a communication system using a bitmap corresponding to resources |
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